Manish Jathan
About Manish Jathan
Manish Jathan is a Machine Learning Engineer at Aera Technology with a background in software engineering and consulting, specializing in artificial intelligence and machine learning.
Title
Manish Jathan holds the position of Machine Learning Engineer.
Current Role at Aera Technology
Manish Jathan is currently employed at Aera Technology as a Machine Learning Engineer. In this role, he oversees various machine learning projects and leverages advanced techniques to drive data-driven decisions.
Previous Positions
Prior to his current role, Manish Jathan worked at Persistent Systems as a Senior Software Engineer in 2021 for a duration of nine months. Before that, he served at CAPIOT Software for four years, initially as a Junior Consultant from 2017 to 2019, and later as an Associate Consultant from 2019 to 2021. Throughout his tenure, he was based in the Mumbai Area, India.
Education and Expertise
Manish Jathan attained a Post Graduate Diploma in Artificial Intelligence and Machine Learning from the University of Hyderabad, studying from 2021 to 2022. He also holds a Bachelor of Engineering (BE) in Computer Engineering from the University of Mumbai, where he studied from 2013 to 2017.
Professional Projects and Technical Skills
Manish Jathan has developed a comprehensive library for exploratory data analysis on time series data, incorporating methods like entropy, demand pattern, stationarity, trend, and seasonal analysis. He successfully reduced RAM usage by four times through the implementation of CassandraDB and multithreading techniques. He created an experimentation platform for time series forecasting, integrated an auto-forecast backend with experiment testing, and developed REST APIs using Fast API. Additionally, he implemented a robust ML pipeline using Dask on Kubernetes and optimized infrastructure costs by applying innovative methods for efficient machine learning job completion.